Support for browsing in an intelligent text retrieval system
International Journal of Man-Machine Studies
A self-organizing semantic map for information retrieval
SIGIR '91 Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval
A system for discovering relationships by feature extraction from text databases
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Galaxy of news: an approach to visualizing and understanding expansive news landscapes
UIST '94 Proceedings of the 7th annual ACM symposium on User interface software and technology
LifeLines: visualizing personal histories
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Lifestreams: an alternative to the desktop metaphor
Conference Companion on Human Factors in Computing Systems
Back to the future: the story of Squeak, a practical Smalltalk written in itself
Proceedings of the 12th ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Metadata visualization for digital libraries: interactive timeline editing and review
Proceedings of the third ACM conference on Digital libraries
A study of retrospective and on-line event detection
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
On-line new event detection and tracking
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Visualizing the non-visual: spatial analysis and interaction with information for text documents
Readings in information visualization
Extracting significant time varying features from text
Proceedings of the eighth international conference on Information and knowledge management
TimeMine (demonstration session): visualizing automatically constructed timelines
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
The Design and Implementation of a Part of Speech Tagger for English
The Design and Implementation of a Part of Speech Tagger for English
Nymble: a high-performance learning name-finder
ANLC '97 Proceedings of the fifth conference on Applied natural language processing
TimeMine (demonstration session): visualizing automatically constructed timelines
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Temporal summaries of new topics
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Detecting events with date and place information in unstructured text
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Detecting and Browsing Events in Unstructured text
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Detecting Events and Topics by Using Temporal References
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Techniques and Tools for the Temporal Analysis of Retrieved Information
DEXA '01 Proceedings of the 12th International Conference on Database and Expert Systems Applications
Introduction to topic detection and tracking
Topic detection and tracking
Explorations within topic tracking and detection
Topic detection and tracking
Bursty and hierarchical structure in streams
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Bursty and Hierarchical Structure in Streams
Data Mining and Knowledge Discovery
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Query based event extraction along a timeline
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Tracking dynamics of topic trends using a finite mixture model
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
On lossy time decompositions of time stamped documents
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Temporal document retrieval model for business news archives
Information Processing and Management: an International Journal - Special issue: Cross-language information retrieval
A focus-context browser for multiple timelines
Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
An evaluation corpus for temporal summarization
HLT '01 Proceedings of the first international conference on Human language technology research
Monitoring the news: a TDT demonstration system
HLT '01 Proceedings of the first international conference on Human language technology research
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Parameter free bursty events detection in text streams
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Information Processing and Management: an International Journal
Information Preserving Time Decompositions of Time Stamped Documents*
Data Mining and Knowledge Discovery
Data association for topic intensity tracking
ICML '06 Proceedings of the 23rd international conference on Machine learning
A comparison of feature selection methods for an evolving RSS feed corpus
Information Processing and Management: an International Journal - Special issue: Informetrics
Identifying and characterizing public science-related fears from RSS feeds: Research Articles
Journal of the American Society for Information Science and Technology
Hot Topic Extraction Based on Timeline Analysis and Multidimensional Sentence Modeling
IEEE Transactions on Knowledge and Data Engineering
Analyzing feature trajectories for event detection
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Time-dependent event hierarchy construction
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining correlated bursty topic patterns from coordinated text streams
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining categories for emails via clustering and pattern discovery
Journal of Intelligent Information Systems
Towards mining past content of Web pages
The New Review of Hypermedia and Multimedia - Web Archiving
Anticipating annotations and emerging trends in biomedical literature
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Automatic online news topic ranking using media focus and user attention based on aging theory
Proceedings of the 17th ACM conference on Information and knowledge management
An Automatic Online News Topic Keyphrase Extraction System
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Acquiring Vague Temporal Information from the Web
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Mining common topics from multiple asynchronous text streams
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Event-Based Summarization Using Time Features
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
Estimating the growth models of news stories on disasters
Journal of the American Society for Information Science and Technology
Update summarization based on novel topic distribution
Proceedings of the 9th ACM symposium on Document engineering
Temporal feature modification for retrospective categorization
FeatureEng '05 Proceedings of the ACL Workshop on Feature Engineering for Machine Learning in Natural Language Processing
Detecting Temporal Trends of Technical Phrases by Using Importance Indices and Linear Regression
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Constructing comprehensive summaries of large event sequences
ACM Transactions on Knowledge Discovery from Data (TKDD)
Generic title labeling for clustered documents
Expert Systems with Applications: An International Journal
Seeing Past Rivals: Visualizing Evolution of Coordinate Terms over Time
WISE '09 Proceedings of the 10th International Conference on Web Information Systems Engineering
Design of an Interface for Interactive Topic Detection and Tracking
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
Information Processing and Management: an International Journal
Detecting temporal patterns of technical phrases by using importance indices in a research documents
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Building a hierarchy of events and topics for newspaper digital libraries
ECIR'03 Proceedings of the 25th European conference on IR research
Proceedings of the 2007 conference on Human interface: Part II
Topic dynamics: an alternative model of bursts in streams of topics
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Two-tier similarity model for story link detection
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Mining named entities with temporally correlated bursts from multilingual web news streams
Proceedings of the fourth ACM international conference on Web search and data mining
Detecting changes in opinion value distribution for voter model
SBP'11 Proceedings of the 4th international conference on Social computing, behavioral-cultural modeling and prediction
Evolutionary timeline summarization: a balanced optimization framework via iterative substitution
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Evaluating a temporal pattern detection method for finding research keys in bibliographical data
Transactions on rough sets XIV
Multilingual story link detection based on event term weighting on times and multilingual spaces
ICADL'04 Proceedings of the 7th international Conference on Digital Libraries: international collaboration and cross-fertilization
Detecting citation types using finite-state machines
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Toward generic title generation for clustered documents
AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology
Efficient algorithms for constructing time decompositions of time stamped documents
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Timeline generation through evolutionary trans-temporal summarization
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Indices of novelty for emerging topic detection
Information Processing and Management: an International Journal
Visualizing dynamics of the hot topics using sequence-based self-organizing maps
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
Towards automatic detection and tracking of topic change
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Evaluation of an interactive topic detection and tracking interface
Journal of Information Science
Finding salient dates for building thematic timelines
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
A novel burst-based text representation model for scalable event detection
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Identifying event-related bursts via social media activities
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
T-Scroll: visualizing trends in a time-series of documents for interactive user exploration
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
Proceedings of the 21st ACM international conference on Information and knowledge management
Temporal corpus summarization using submodular word coverage
Proceedings of the 21st ACM international conference on Information and knowledge management
Detecting changes in information diffusion patterns over social networks
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
Timeline generation with social attention
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Exploiting online social data in ontology learning for event tracking and emergency response
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Proceedings of the ACM SIGKDD Workshop on Outlier Detection and Description
Journal of Information Science
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We present a statistical model of feature occurrence over time, and develop tests based on classical hypothesis testing for significance of term appearance on a given date. Using additional classical hypothesis testing we are able to combine these terms to generate “topics” as defined by the Topic Detection and Tracking study. The groupings of terms obtained can be used to automatically generate an interactive timeline displaying the major events and topics covered by the corpus. To test the validity of our technique we extracted a large number of these topics from a test corpus and had human evaluators judge how well the selected features captured the gist of the topics, and how they overlapped with a set of known topics from the corpus. The resulting topics were highly rated by evaluators who compared them to known topics.